| Literature DB >> 35442967 |
Baixiang Xiao1, Gareth D Mercer2, Ling Jin3, Han Lin Lee4, Tingting Chen5, Yanfang Wang3, Yuanping Liu3, Alastair K Denniston6, Catherine A Egan7, Jia Li8, Qing Lu8, Ping Xu8, Nathan Congdon3,4,8.
Abstract
IMPORTANCE: Poor access to existing care for diabetic retinopathy (DR) limits effectiveness of proven treatments.Entities:
Mesh:
Year: 2022 PMID: 35442967 PMCID: PMC9020743 DOI: 10.1371/journal.pone.0266380
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.752
Fig 1Comparison of indicators of socioeconomic disadvantage and sight threatening DR between cohorts of patients with DM accessed through passive case detection at secondary level hospitals (n = 193) and primary-level outreach screening (n = 182) with reference to a population-based cohort (n = 579).
Comparison of additional socioeconomic characteristics of participants in in the passive case detection and outreaching screening cohorts.
| Characteristics | 1. Passive case detection at secondary level ( | 2. Outreach screening at primary level ( | p-value |
|---|---|---|---|
| Occupation, n ( | <0·001 | ||
| Peasant farmer | 59 (30.6) | 100 (54.9) | |
| Other professions | 43 (22.3) | 13 (7.1) | |
| Unemployed/Retired | 91 (47.2) | 68 (37.4) | |
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| Household asset score tertile, n (%) | <0·001 | ||
| Highest | 56 (29.0) | 55 (30.2) | |
| Middle | 84 (43.5) | 21 (11.5) | |
| Lowest | 53 (27.5) | 106 (58.2) | |
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| Usual mode of transport to hospital, n ( | <0·001 | ||
| Walk | 33 (17.1) | 6 (3.3) | |
| Bicycle | 6 (3.1) | 2 (1.1) | |
| Motorcycle | 41 (21.2) | 49 (27.4) | |
| Public transportation | 82 (42.5) | 66 (36.9) | |
| Car | 31 (16.1) | 56 (31.3) | |
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| Payment of medical expenses, n ( | <0·001 | ||
| Entirely out of pocket | 83 (43.1) | 18 (9.9) | |
| Full or partial coverage by insurance | 110 (56.9) | 164 (90.1) | |
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NA = Not applicable
*Pearson’s Chi-Square
&Fisher’s Exact Test.
Clinical characteristics of participants in each setting.
| Clinical Characteristics | 1. Passive case detection at secondary level ( | 2. Outreach screening at primary level ( | 3. Population-based cohort ( | Global p-value | Pairwise p-values | ||
|---|---|---|---|---|---|---|---|
| 1 vs 2 | 1 vs 3 | 2 vs 3 | |||||
| Sight-threatening diabetic retinopathy, n (%) | <0·001 | <0·001 | <0·011 | <0·001 | |||
| No | 180 (93.2) | 130 (71.4) | 431 (85.9) | ||||
| Yes | 13 (6.7) | 52 (28.6) | 71 (14.1) | ||||
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| Highest DR grade in either eye, n ( | <0·001 | <0·001 | <0·001 | <0·001 | |||
| R0 | 104 (53.9) | 109 (59.9) | 417 (83.5) | ||||
| R1 | 77 (39.9) | 23 (12.6) | 27 (5.4) | ||||
| R2 | 12 (6.2) | 15 (8.2) | 8 (1.6) | ||||
| R3 | 0 (0) | 7 (3.8) | 2 (0.4) | ||||
| Ungradable | 0 (0) | 28 (15.4) | 49 (9.8) | ||||
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| DME in either eye, n ( | <0·001 | <0·001 | <0·001 | 0.029 | |||
| Yes (M1) | 2 (1.0) | 10 (5.5) | 15 (3.0) | ||||
| No (M0) | 191 (99.0) | 144 (79.1) | 438 (87.3) | ||||
| Ungradable | 0 (0) | 28 (15.4) | 49 (9.8) | ||||
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| Best-corrected visual acuity, better eye, n ( | 0.001 | <0·001 | 0·061 | 0·017 | |||
| Mild or no VI | 186 (96.4) | 153 (84.5) | 515 (91.5) | ||||
| Moderate VI | 7 (3.6) | 22 (12.2) | 30 (5.3) | ||||
| Severe VI | 0 (0) | 3 (1.7) | 7 (1.2) | ||||
| Blind | 0 (0) | 3 (1.7) | 11 (2.0) | ||||
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| Duration of diabetes, n (%) | <0·001 | 0·319 | <0·001 | <0·001 | |||
| New diagnosis | 0 (0) | 3 (1.7) | 434 (78.6) | ||||
| <5 years | 72 (37.3) | 56 (31.6) | 76 (13.8) | ||||
| 5–10 years | 62 (32.1) | 58 (32.8) | 36 (6.5) | ||||
| 11–20 years | 53 (27.5) | 51 (29.8) | 5 (0.9) | ||||
| >20 years | 6 (3.1) | 9 (5.3) | 1 (0.2) | ||||
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| Previous diabetes treatment, n ( | <0·001 | 0·004 | <0·001 | <0·001 | |||
| Oral Hypoglycemics | 112 (65.1) | 127 (72.2) | 497 (86.9) | ||||
| Insulin | 34 (19.8) | 38 (21.6) | 4 (0.7) | ||||
| Lifestyle changes | 8 (4.7) | 0 (0) | 0 (0) | ||||
| None | 16 (9.3) | 4 (2.3) | 9 (1.6) | ||||
| Don’t know | 2 (1.1) | 1 (0.57) | 1 (0.2) | ||||
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| Previously treated for diabetic eye disease, n ( | <0·001 | 0·090 | <0·001 | 0·002 | |||
| Yes | 34 (17.8) | 19 (11.0) | 5 (4.2) | ||||
| No | 143 (74.9) | 148 (84.1) | 113 (95.7) | ||||
| Don’t know | 14 (7.3) | 9 (5.1) | 0 (0) | ||||
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VI = Visual Impairment, Sight-threatening diabetic retinopathy = severe pre-proliferative (R2) or proliferative (R3) retinopathy with or without diabetic macular edema (M1), or ungradable fundus image.
Statistical significance tests
*Pearson’s Chi-Square
&Fisher’s Exact Test.